Source | DF | Adj SS | Adj MS | F-Value | p-Value |
Model | 28 | 40963.2 | 1463.0 | 42.95 | 0.000 |
Linear | 10 | 33074.1 | 3307.4 | 97.11 | 0.000 |
x(1) | 2 | 14028.2 | 7014.1 | 205.93 | 0.000 |
x(2) | 1 | 29.3 | 29.3 | 0.86 | 0.354 |
x(3) | 1 | 16.6 | 16.6 | 0.49 | 0.486 |
x(4) | 1 | 64.8 | 64.8 | 1.9 | 0.169 |
x(5) | 1 | 222.2 | 222.2 | 6.52 | 0.011 |
x(6) | 1 | 17203.3 | 17203.3 | 505.09 | 0.000 |
x(7) | 3 | 1509.7 | 503.2 | 14.77 | 0.000 |
2-way interactions | 12 | 6623.8 | 552.0 | 16.21 | 0.000 |
x(1) × x(2) | 2 | 119.5 | 59.8 | 1.75 | 0.175 |
x(1) × x(4) | 2 | 24.3 | 12.1 | 0.36 | 0.701 |
x(1) × x(6) | 2 | 6369.2 | 3184.6 | 93.5 | 0.000 |
x(2) × x(4) | 1 | 5.1 | 5.1 | 0.15 | 0.699 |
x(2) × x(5) | 1 | 1.7 | 1.7 | 0.05 | 0.821 |
x(2) × x(6) | 1 | 4.9 | 4.9 | 0.14 | 0.705 |
x(3) × x(4) | 1 | 85.6 | 85.6 | 2.51 | 0.114 |
x(3) × x(5) | 1 | 0.3 | 0.3 | 0.01 | 0.923 |
x(4) × x(5) | 1 | 13.2 | 13.2 | 0.39 | 0.535 |
3-Way Interactions | 6 | 1265.4 | 210.9 | 6.19 | 0.000 |
x(1) × x(2) × x(4) | 2 | 656.1 | 328.1 | 9.63 | 0.000 |
x(1) × x(2) × x(6) | 2 | 287.8 | 143.9 | 4.22 | 0.015 |
x(2) × x(4) × x(5) | 1 | 154.0 | 154.0 | 4.52 | 0.034 |
x(3) × x(4) × x(5) | 1 | 167.5 | 167.5 | 4.92 | 0.027 |
R-sq = 77.21%, R-sq (adj) = 75.41 |